Predictors of 6-month HF death in diabetic patients were atrial fibrillation, hypertension history, total cholesterol <  125 mg/dL, higher discharge BNP, and prescription with prognostic modifying therapy. The gene discussed is NPPB; the disease is atrial fibrillation.